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Maxim Ziatdinov

pacific northwest national laboratory

2H-index
2Paper Count
5Citation Count
Published Papers 108
Publication Date
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Agentic workflow enables the recovery of critical materials from complex feedstocks via selective precipitation
errmater. horiz.
IF0
err2026-05-21
err0
errOAAI
errAndrew Ritchhart †; Sarah I. Allec †; Pravalika Butreddy; Krista Kulesa; Qingpu Wang; Dan Thien Nguyen; Maxim Ziatdinov; Elias Nakouzi
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errSave
Impact of solvent forces and broken symmetry on the assembly of designed proteins at a liquid-solid interface
errNature Communications
IF15.7
err2026-03-13
err0
errOAAI
errSakshi Yadav Schmid; Benjamin Helfrecht; Amy Stegmann; Benjamin A. Legg; Harley Pyles; Jiajun Chen; John R. Edison; Maxim Ziatdinov; Zdenek Preisler; Orion Dollar; Stephen Whitelam; Sergei Kalinin; David Baker; Christopher J. Mundy; Shuai Zhang; James J. De Yoreo
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errSave
Roadmap on deep learning for microscopy
errjournal of physics: photonics
IF0
err2026-01-29
err0
errOAAI
errGiovanni Volpe; Carolina Wählby; Lei Tian; Michael Hecht; Artur Yakimovich; Kristina Monakhova; Laura Waller; Ivo F Sbalzarini; Christopher A Metzler; Mingyang Xie; Kevin Zhang; Isaac C D Lenton; Halina Rubinsztein-Dunlop; Daniel Brunner; Bijie Bai; Aydogan Ozcan; Daniel Midtvedt; Hao Wang; Tongyu Li; Nataša Sladoje; Joakim Lindblad; Jason T Smith; Marien Ochoa; Margarida Barroso; Xavier Intes; Tong Qiu; Li-Yu Yu; Sixian You; Yongtao Liu; Maxim A Ziatdinov; Sergei V Kalinin; Arlo Sheridan; Uri Manor; Elias Nehme; Ofri Goldenberg; Yoav Shechtman; Henrik K Moberg; Christoph Langhammer; Barbora Špačková; Saga Helgadottir; Benjamin Midtvedt; Aykut Argun; Tobias Thalheim; Frank Cichos; Stefano Bo; Lars Hubatsch; Jesus Pineda; Carlo Manzo; Harshith Bachimanchi; Erik Selander; Antoni Homs-Corbera; Martin Fränzl; Kevin de Haan; Yair Rivenson; Zofia Korczak; Caroline Beck Adiels; Mite Mijalkov; Dániel Veréb; Yu-Wei Chang; Joana B Pereira; Damian Matuszewski; Gustaf Kylberg; Ida-Maria Sintorn; Juan C Caicedo; Beth A Cimini; Muyinatu A Lediju Bell; Bruno M Saraiva; Guillaume Jacquemet; Ricardo Henriques; Wei Ouyang; Trang Le; Estibaliz Gómez-de-Mariscal; Daniel Sage; Arrate Muñoz-Barrutia; Ebba Josefson Lindqvist; Johanna Bergman
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errSave
Active deep kernel learning of molecular properties from structural embeddings
errAPL Machine Learning
IF0
err2025-12-01
err0
errOAAI
errGhosh, Ayana; Ziatdinov, Maxim; Kalinin, Sergei V.
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errSave
Curiosity driven exploration to optimize structure–property learning in microscopy
errDigital Discovery
IF5.6
err2025-07-26
err0
errOAAI
errAditya Vatsavai; Ganesh Narasimha; Yongtao Liu; Jawad Chowdhury; Jan-Chi Yang; Hiroshi Funakubo; Maxim Ziatdinov; Rama Vasudevan
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errSave
In-situ Monitoring of Automated Defect Formation in STEM
errMicroscopy and Microanalysis
IF3
err2025-07-25
err0
errOAAI
errMatthew G Boebinger; Zijie Wu; Kevin M Roccapriore; Ayana Ghosh; Maxim Ziatdinov; Sergei V Kalinin; Raymond R Unocic
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errSave
Reward Driven Workflows for Unsupervised Explainable Analysis of Phases and Ferroic Variants From Atomically Resolved Imaging Data
errAdvanced Materials
IF26.8
err2025-06-18
err0
errOAAI
errKamyar Barakati; Yu Liu; Chris Nelson; Maxim Ziatdinov; Xiaohang Zhang; Ichiro Takeuchi; Sergei V. Kalinin
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errSave
Active and transfer learning with partially Bayesian neural networks for materials and chemicals
errDIGITAL DISCOVERY
IF5.6
err2025-01-01
err0
errOAAI
errAllec, Sarah I.; Ziatdinov, Maxim
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errSave
Building workflows for an interactive human-in-the-loop automated experiment (hAE) in STEM-EELS
errDIGITAL DISCOVERY
IF5.6
err2025-01-01
err0
errOAAI
errPratiush, Utkarsh; Roccapriore, Kevin M.; Liu, Yongtao; Duscher, Gerd; Ziatdinov, Maxim; Kalinin, Sergei V.
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errSave
Exploring electron-beam induced modifications of materials with machine-learning assisted high temporal resolution electron microscopy
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2024-11-15
err0
errOAAI
errBoebinger, Matthew G.; Ghosh, Ayana; Roccapriore, Kevin M.; Misra, Sudhajit; Xiao, Kai; Jesse, Stephen; Ziatdinov, Maxim; Kalinin, Sergei V.; Unocic, Raymond R.
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errSave
Evolution of Ferroelectric Properties in Sm x Bi1-x FeO3 via Automated Piezoresponse Force Microscopy across combinatorial spread libraries
errACS NANO
IF16
err2024-09-06
err0
PREAI
errRaghavan, Aditya; Pant, Rohit; Takeuchi, Ichiro; Eliseev, Eugene A.; Checa, Marti; Morozovska, Anna N.; Ziatdinov, Maxim; Kalinin, Sergei V.; Liu, Yongtao
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errSave
Bayesian Conavigation: Dynamic Designing of the Material Digital Twins via Active Learning
errACS NANO
IF16
err2024-08-26
err2
PREAI
errSlautin, Boris N.; Liu, Yongtao; Funakubo, Hiroshi; Vasudevan, Rama K.; Ziatdinov, Maxim; Kalinin, Sergei V.
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errSave
Physics and chemistry from parsimonious representations: image analysis via invariant variational autoencoders
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2024-08-14
err0
errOAAI
errValleti, Mani; Ziatdinov, Maxim; Liu, Yongtao; Kalinin, Sergei V.
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errSave
Dynamic STEM-EELS for single-atom and defect measurement during electron beam transformations
errSCIENCE ADVANCES
IF12.5
err2024-07-19
err2
errOAAI
errRoccapriore, Kevin M.; Torsi, Riccardo; Robinson, Joshua; Kalinin, Sergei; Ziatdinov, Maxim
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errSave
Designing workflows for materials characterization
errAPPLIED PHYSICS REVIEWS
IF11.6
err2024-03-01
err3
errOAAI
errKalinin, Sergei V.; Ziatdinov, Maxim; Ahmadi, Mahshid; Ghosh, Ayana; Roccapriore, Kevin; Liu, Yongtao; Vasudevan, Rama K.
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errSave
A dynamic Bayesian optimized active recommender system for curiosity-driven partially Human-in-the-loop automated experiments
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2024-02-03
err13
errOAAI
errBiswas, Arpan; Liu, Yongtao; Creange, Nicole; Liu, Yu-Chen; Jesse, Stephen; Yang, Jan-Chi; Kalinin, Sergei V.; Ziatdinov, Maxim A.; Vasudevan, Rama K.
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errSave
Deep kernel methods learn better: from cards to process optimization
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-01-19
err5
errOAAI
errValleti, Mani; Vasudevan, Rama K.; Ziatdinov, Maxim A.; Kalinin, Sergei, V
errShare
errSave
Physics-driven discovery and bandgap engineering of hybrid perovskites
errDIGITAL DISCOVERY
IF5.6
err2024-01-01
err4
errOAAI
errSanchez, Sheryl L.; Foadian, Elham; Ziatdinov, Maxim; Yang, Jonghee; Kalinin, Sergei V.; Liu, Yongtao; Ahmadi, Mahshid
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errSave
Visualizing nanoscale heterogeneity in perylene thin films via tip-enhanced photoluminescence with unsupervised machine learning
errCHEMICAL COMMUNICATIONS
IF4.2
err2024-01-01
err0
errOAAI
errValencia-Acuna, Pavel; Rijal, Kushal; Wang, Chih-Feng; Ziatdinov, Maxim; Chan, Wai-Lun; El-Khoury, Patrick Z.
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errSave
Co-orchestration of multiple instruments to uncover structure-property relationships in combinatorial libraries
errDIGITAL DISCOVERY
IF5.6
err2024-01-01
err2
errOAAI
errSlautin, Boris N.; Pratiush, Utkarsh; Ivanov, Ilia N.; Liu, Yongtao; Pant, Rohit; Zhang, Xiaohang; Takeuchi, Ichiro; Ziatdinov, Maxim A.; Kalinin, Sergei V.
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Research Directions

No research directions
Co-authors
Cooperation Journals
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Pulickel M. Ajayan
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张
张礼智 (Lizhi Zhang)
H-index: 135 · Papers: 654
S
Sergei V. Kalinin
H-index: 109 · Papers: 1.6K
W
Wu Zhou
H-index: 107 · Papers: 439
W
William J. Weber
H-index: 104 · Papers: 1.1K
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